Cooks, Private Household vs Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Cooks, Private Household

37 shared · 11 different

core competencies

medium risk

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

Side-by-Side Comparison

Cooks, Private Household leads 5–0

Metric	Cooks, Private Household	Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Risk Score	23.5%	39.5%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	15th	79th
Tasks at Risk (>50%)	4 / 13	7 / 15
Median Salary	$44,530	$30,380
Employment	900	427K

Skill Comparison

Sorted by largest difference

Monitoring and Controlling Resources

Organizing, Planning, and Prioritizing Work

Communicating with Supervisors, Peers, or Subordinates

Getting Information

Performing for or Working Directly with the Public

Manual DexterityAI-Resistant

Finger Dexterity

Thinking Creatively

Administration and Management

Scheduling Work and Activities

Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Private Household

27%

total discount

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Private Household

4 of 13 at risk

85%Keep records pertaining to menus, finances, and other business-related issues.

73%Shop for or order food and kitchen supplies and equipment.

59%Plan menus according to employers' needs and diet restrictions.

55%Create and explore new cuisines.

47%Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

7 of 15 at risk

88%Operate cash registers to accept payments for food and beverages.

87%Assign patrons to tables suitable for their needs and according to rotation so that servers receive an appropriate number of seatings.

84%Prepare cash receipts after establishments close, and make bank deposits.

68%Receive and record patrons' dining reservations.

62%Answer telephone calls and respond to inquiries or transfer calls.

Wage Comparison

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop earns -$14,150(-32%) vs Cooks, Private Household

Cooks, Private HouseholdHosts and Hostesses, Restaurant, Lounge, and Coffee Shop

10th

$38,240$22,010

25th

$42,800$26,630

Median

$44,530$30,380

75th

$47,150$35,840

90th

$92,480$42,600

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Private Household2028–2035

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop2028–2035

20242030203520402045

Cooks, Private Household has a longer runway before significant displacement, projected 0 years later than Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Cooks, Private Household

$34,048

from $44,530

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

$18,368

from $30,380

After adjusting for AI risk, Cooks, Private Household offers $15,680 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooks,

Unique to Hosts

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity

Fine Manipulation

Social Intelligence

Regulatory Barriers

Cooks, Private HouseholdHosts and Hostesses, Restaurant, Lounge, and Coffee Shop

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